names(list_of_cents)
[1] "fold_change_aritmetic" "fold_change_geometric" "fold_change_quadratic" "fold_change_harmonic"  "delta_aritmetic"       "delta_geometric"       "delta_quadratic"       "delta_harmonic"       

Density plot of centralities



plot_density <- function(df, titulo ){cut = 0.01
                             df %>% gather() -> df_gathered
                              df_gathered['value'] %>% filter(abs(value) > cut) %>%
                              ggplot( aes(x=value)) +
                                    geom_density(fill="deepskyblue4", color="azure4", alpha=.8)+
                                       theme(legend.position="top") +
                                    ylab("Density") + ggtitle(titulo) +
                                    xlab("Centrality") + geom_vline(xintercept=0, linetype="dashed", color = "red",  size=.4) -> Density_plot_of_centralities
                              return(Density_plot_of_centralities)}



map2(list_of_cents, names(list_of_cents), plot_density)
$fold_change_aritmetic

$fold_change_geometric

$fold_change_quadratic

$fold_change_harmonic

$delta_aritmetic

$delta_geometric

$delta_quadratic

$delta_harmonic

#centralities <-  Results[,!is.na(as.numeric(colnames(Results)))] %>% gather()

Density_plot_of_centralities.panel <- ggarrange( NULL,Density_plot_of_centralities, nrow = 2,  heights= c(1, .4), labels = c('a','b'),
                                                 hjust = -0.1, vjust = .8)

Density_plot_of_centralities.panel
fba_list_of_cents
$fold_change_aritmetic

$fold_change_geometric

$fold_change_quadratic

$fold_change_harmonic

$delta_aritmetic

$delta_geometric

$delta_quadratic

$delta_harmonic
NA

Hierarchical clustering

library(tidyverse)
library(scales)


assign_node_type <- function(df){
data <- df  %>% rownames_to_column('ID') %>% filter(!str_detect(ID, regex('AA_|AA2', ignore_case = F)))  %>%
         mutate(`Node type` = ifelse(str_detect(Reaction, regex('\\[[a-z]A\\]',              ignore_case = T)), 'Astrocyte', NA)) %>% 
         mutate(`Node type` = ifelse(str_detect(Reaction, regex('\\[[a-z]N\\]',              ignore_case = T)), 'Neuron', `Node type`))    %>% 
         mutate(`Node type` = ifelse( str_detect(Reaction, regex('\\[[a-z]A\\]|\\[[a-z]N\\]',ignore_case = T), negate = T), 'Exchange', `Node type`)) %>%
         mutate(`Node type` = ifelse(str_detect(Reaction, regex('\\[[a-z]A\\]',ignore_case = T)) & 
                                       str_detect(Name, regex('DM_|Demand|sink',ignore_case = T)), 'Sink/Demand Astro', `Node type`))%>%
         mutate(`Node type` = ifelse(str_detect(Reaction, regex('\\[[a-z]N\\]',ignore_case = T)) & 
                                       str_detect(Name, regex('DM_|Demand|sink',ignore_case = T)), 'Sink/Demand Neuron', `Node type`))
                                    return(data)}



map(fba_list_of_cents, assign_node_type) -> data


clean_centralities <- function(df){ df %>% select(-c ("ID", "Name", "Reaction",  "Flux", "Sensitivity","Node type")  )}


map(data, clean_centralities) -> only_centralities
map( data,get_summaryzed.optimality)
$fold_change_aritmetic
                [,1]
   [1,] 7.113276e-01
   [2,] 6.026296e-01
   [3,] 0.000000e+00
   [4,] 7.232524e-01
   [5,] 8.828417e-01
   [6,] 6.026296e-01
   [7,] 9.146015e-01
   [8,] 0.000000e+00
   [9,] 2.213824e-02
  [10,] 1.035458e-01
  [11,] 0.000000e+00
  [12,] 2.109269e-01
  [13,] 9.999839e-01
  [14,] 1.709785e-01
  [15,] 9.146015e-01
  [16,] 5.873577e-01
  [17,] 5.843446e-01
  [18,] 5.285894e-01
  [19,] 6.425028e-01
  [20,] 5.818171e-01
  [21,] 4.810381e-01
  [22,] 0.000000e+00
  [23,] 0.000000e+00
  [24,] 6.584058e-01
  [25,] 4.311074e-02
  [26,] 5.948954e-01
  [27,] 7.258168e-01
  [28,] 1.221728e-16
  [29,] 4.846565e-01
  [30,] 6.225566e-01
  [31,] 0.000000e+00
  [32,] 2.939602e-01
  [33,] 0.000000e+00
  [34,] 0.000000e+00
  [35,] 4.997033e-15
  [36,] 0.000000e+00
  [37,] 1.208421e-14
  [38,] 5.948954e-01
  [39,] 1.668163e-15
  [40,] 0.000000e+00
  [41,] 6.920162e-01
  [42,] 0.000000e+00
  [43,] 2.869615e-01
  [44,] 6.039302e-01
  [45,] 7.095066e-01
  [46,] 6.346425e-01
  [47,] 1.457854e-14
  [48,] 4.532035e-01
  [49,] 5.948954e-01
  [50,] 4.311074e-02
  [51,] 5.678248e-01
  [52,] 2.033616e-01
  [53,] 9.412617e-16
  [54,] 5.978137e-01
  [55,] 6.364999e-01
  [56,] 0.000000e+00
  [57,] 5.579473e-01
  [58,] 4.368369e-01
  [59,] 3.733718e-01
  [60,] 0.000000e+00
  [61,] 0.000000e+00
  [62,] 0.000000e+00
  [63,] 6.516054e-01
  [64,] 6.050400e-01
  [65,] 0.000000e+00
  [66,] 0.000000e+00
  [67,] 0.000000e+00
  [68,] 4.834360e-01
  [69,] 7.535966e-01
  [70,] 0.000000e+00
  [71,] 0.000000e+00
  [72,] 0.000000e+00
  [73,] 0.000000e+00
  [74,] 2.593157e-01
  [75,] 2.593157e-01
  [76,] 2.593157e-01
  [77,] 2.593157e-01
  [78,] 3.977324e-01
  [79,] 3.977324e-01
  [80,] 2.320922e-16
  [81,] 1.160461e-16
  [82,] 2.320922e-16
  [83,] 1.160461e-16
  [84,] 2.320922e-16
  [85,] 1.160461e-16
  [86,] 2.320922e-16
  [87,] 1.160461e-16
  [88,] 3.977324e-01
  [89,] 3.977324e-01
  [90,] 0.000000e+00
  [91,] 3.094563e-16
  [92,] 0.000000e+00
  [93,] 6.285831e-17
  [94,] 1.003920e-29
  [95,] 0.000000e+00
  [96,] 1.256665e-01
  [97,] 7.206553e-01
  [98,] 7.217156e-01
  [99,] 7.736408e-17
 [100,] 2.465980e-16
 [101,] 0.000000e+00
 [102,] 1.450576e-17
 [103,] 9.186984e-17
 [104,] 0.000000e+00
 [105,] 3.723146e-16
 [106,] 2.465980e-16
 [107,] 2.901153e-17
 [108,] 0.000000e+00
 [109,] 9.670510e-18
 [110,] 0.000000e+00
 [111,] 0.000000e+00
 [112,] 0.000000e+00
 [113,] 0.000000e+00
 [114,] 0.000000e+00
 [115,] 0.000000e+00
 [116,] 7.857289e-17
 [117,] 0.000000e+00
 [118,] 5.394372e-02
 [119,] 3.094563e-16
 [120,] 0.000000e+00
 [121,] 2.898834e-32
 [122,] 2.841608e-30
 [123,] 0.000000e+00
 [124,] 0.000000e+00
 [125,] 2.898834e-32
 [126,] 1.450576e-17
 [127,] 0.000000e+00
 [128,] 0.000000e+00
 [129,] 6.189126e-16
 [130,] 3.868204e-16
 [131,] 0.000000e+00
 [132,] 0.000000e+00
 [133,] 3.868204e-17
 [134,] 1.485621e-16
 [135,] 0.000000e+00
 [136,] 0.000000e+00
 [137,] 1.035458e-01
 [138,] 1.450576e-17
 [139,] 2.898834e-32
 [140,] 1.450576e-17
 [141,] 0.000000e+00
 [142,] 2.329234e-15
 [143,] 0.000000e+00
 [144,] 6.506999e-02
 [145,] 0.000000e+00
 [146,] 1.450576e-17
 [147,] 7.873456e-16
 [148,] 2.341617e-01
 [149,] 1.366738e-15
 [150,] 2.949505e-16
 [151,] 2.898834e-32
 [152,] 3.526875e-01
 [153,] 9.670510e-18
 [154,] 7.615526e-17
 [155,] 2.360070e-01
 [156,] 3.526875e-01
 [157,] 3.887173e-01
 [158,] 0.000000e+00
 [159,] 1.450576e-17
 [160,] 0.000000e+00
 [161,] 7.736408e-17
 [162,] 9.186984e-17
 [163,] 2.006631e-16
 [164,] 0.000000e+00
 [165,] 2.417627e-17
 [166,] 4.109967e-17
 [167,] 1.547282e-15
 [168,] 4.409859e-02
 [169,] 0.000000e+00
 [170,] 2.514934e-01
 [171,] 3.094563e-16
 [172,] 0.000000e+00
 [173,] 4.100214e-15
 [174,] 2.336584e-02
 [175,] 1.450576e-17
 [176,] 2.707743e-16
 [177,] 0.000000e+00
 [178,] 2.901153e-17
 [179,] 6.285831e-17
 [180,] 9.670510e-18
 [181,] 2.898834e-32
 [182,] 1.450576e-17
 [183,] 7.736408e-17
 [184,] 2.901153e-17
 [185,] 7.213339e-15
 [186,] 2.898834e-32
 [187,] 7.213339e-15
 [188,] 0.000000e+00
 [189,] 0.000000e+00
 [190,] 0.000000e+00
 [191,] 0.000000e+00
 [192,] 0.000000e+00
 [193,] 1.822891e-15
 [194,] 1.450576e-17
 [195,] 0.000000e+00
 [196,] 1.450576e-17
 [197,] 0.000000e+00
 [198,] 0.000000e+00
 [199,] 0.000000e+00
 [200,] 3.094563e-16
 [201,] 0.000000e+00
 [202,] 5.948954e-01
 [203,] 1.459110e-15
 [204,] 0.000000e+00
 [205,] 0.000000e+00
 [206,] 0.000000e+00
 [207,] 3.332650e-01
 [208,] 0.000000e+00
 [209,] 1.523105e-16
 [210,] 0.000000e+00
 [211,] 0.000000e+00
 [212,] 0.000000e+00
 [213,] 0.000000e+00
 [214,] 5.503175e-16
 [215,] 1.184637e-16
 [216,] 0.000000e+00
 [217,] 1.160461e-16
 [218,] 1.594527e-15
 [219,] 7.592988e-16
 [220,] 5.011562e-01
 [221,] 0.000000e+00
 [222,] 0.000000e+00
 [223,] 2.782034e-01
 [224,] 0.000000e+00
 [225,] 0.000000e+00
 [226,] 0.000000e+00
 [227,] 0.000000e+00
 [228,] 1.450576e-17
 [229,] 1.547282e-16
 [230,] 0.000000e+00
 [231,] 3.235337e-01
 [232,] 0.000000e+00
 [233,] 0.000000e+00
 [234,] 0.000000e+00
 [235,] 0.000000e+00
 [236,] 3.868204e-17
 [237,] 0.000000e+00
 [238,] 2.898834e-32
 [239,] 1.035458e-01
 [240,] 0.000000e+00
 [241,] 1.227698e-01
 [242,] 1.450576e-17
 [243,] 7.736408e-17
 [244,] 7.736408e-17
 [245,] 2.841608e-30
 [246,] 0.000000e+00
 [247,] 0.000000e+00
 [248,] 3.369869e-01
 [249,] 1.200544e-01
 [250,] 3.037195e-16
 [251,] 3.526875e-01
 [252,] 0.000000e+00
 [253,] 0.000000e+00
 [254,] 2.275048e-01
 [255,] 8.848516e-16
 [256,] 0.000000e+00
 [257,] 2.898834e-32
 [258,] 1.730735e-16
 [259,] 1.402224e-16
 [260,] 1.450576e-17
 [261,] 5.608896e-16
 [262,] 1.068591e-15
 [263,] 1.068591e-15
 [264,] 0.000000e+00
 [265,] 2.593157e-01
 [266,] 0.000000e+00
 [267,] 5.608896e-16
 [268,] 1.492361e-15
 [269,] 1.160461e-16
 [270,] 0.000000e+00
 [271,] 0.000000e+00
 [272,] 3.810836e-16
 [273,] 9.670510e-18
 [274,] 1.160461e-16
 [275,] 7.107825e-16
 [276,] 5.797668e-32
 [277,] 3.369869e-01
 [278,] 1.067790e-15
 [279,] 3.094563e-16
 [280,] 9.739874e-02
 [281,] 4.835255e-18
 [282,] 7.873456e-16
 [283,] 9.739874e-02
 [284,] 4.835255e-18
 [285,] 1.157963e-15
 [286,] 0.000000e+00
 [287,] 0.000000e+00
 [288,] 9.587844e-01
 [289,] 7.312796e-01
 [290,] 2.551643e-01
 [291,] 0.000000e+00
 [292,] 1.547282e-16
 [293,] 1.790326e-14
 [294,] 3.309735e-02
 [295,] 1.035458e-01
 [296,] 1.450576e-17
 [297,] 5.990273e-01
 [298,] 1.706757e-14
 [299,] 5.843446e-01
 [300,] 0.000000e+00
 [301,] 8.018514e-16
 [302,] 0.000000e+00
 [303,] 0.000000e+00
 [304,] 1.450576e-17
 [305,] 2.869615e-01
 [306,] 4.997033e-15
 [307,] 3.256595e-16
 [308,] 4.205010e-01
 [309,] 2.593157e-01
 [310,] 0.000000e+00
 [311,] 0.000000e+00
 [312,] 0.000000e+00
 [313,] 0.000000e+00
 [314,] 2.551643e-01
 [315,] 2.447069e-14
 [316,] 6.285831e-17
 [317,] 1.450576e-17
 [318,] 0.000000e+00
 [319,] 2.841608e-30
 [320,] 2.275048e-01
 [321,] 6.285831e-17
 [322,] 3.856116e-16
 [323,] 9.912272e-16
 [324,] 1.227698e-01
 [325,] 0.000000e+00
 [326,] 0.000000e+00
 [327,] 3.309735e-02
 [328,] 3.309735e-02
 [329,] 4.580184e-16
 [330,] 3.094563e-16
 [331,] 2.841608e-30
 [332,] 2.841608e-30
 [333,] 0.000000e+00
 [334,] 9.670510e-18
 [335,] 0.000000e+00
 [336,] 0.000000e+00
 [337,] 0.000000e+00
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 [339,] 2.360070e-01
 [340,] 9.739874e-02
 [341,] 1.257166e-16
 [342,] 0.000000e+00
 [343,] 3.369869e-01
 [344,] 6.285831e-17
 [345,] 3.094563e-16
 [346,] 0.000000e+00
 [347,] 0.000000e+00
 [348,] 0.000000e+00
 [349,] 2.297487e-02
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 [351,] 1.450576e-17
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 [354,] 0.000000e+00
 [355,] 1.706273e-14
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 [366,] 3.156795e-02
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 [399,] 0.000000e+00
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 [401,] 6.285831e-17
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 [476,] 0.000000e+00
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 [478,] 1.159534e-31
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 [480,] 1.003920e-29
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 [528,] 1.003920e-29
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 [534,] 2.417627e-17
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 [ reached getOption("max.print") -- omitted 53 rows ]

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 [ reached getOption("max.print") -- omitted 53 rows ]

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 [ reached getOption("max.print") -- omitted 53 rows ]

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 [ reached getOption("max.print") -- omitted 53 rows ]

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 [ reached getOption("max.print") -- omitted 53 rows ]

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 [ reached getOption("max.print") -- omitted 53 rows ]

$delta_quadratic
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 [ reached getOption("max.print") -- omitted 53 rows ]

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 [863,] 9.670510e-18
 [864,] 0.000000e+00
 [865,] 0.000000e+00
 [866,] 9.327452e-01
 [867,] 3.369869e-01
 [868,] 4.311074e-02
 [869,] 9.670510e-18
 [870,] 2.901153e-17
 [871,] 0.000000e+00
 [872,] 3.369869e-01
 [873,] 1.305519e-16
 [874,] 0.000000e+00
 [875,] 3.094563e-16
 [876,] 0.000000e+00
 [877,] 0.000000e+00
 [878,] 4.311074e-02
 [879,] 0.000000e+00
 [880,] 1.257166e-16
 [881,] 7.736408e-17
 [882,] 0.000000e+00
 [883,] 0.000000e+00
 [884,] 1.534052e-14
 [885,] 4.835255e-18
 [886,] 4.083400e-01
 [887,] 5.257720e-01
 [888,] 2.320922e-16
 [889,] 0.000000e+00
 [890,] 0.000000e+00
 [891,] 0.000000e+00
 [892,] 1.535427e-01
 [893,] 2.841608e-30
 [894,] 2.841608e-30
 [895,] 1.824995e-01
 [896,] 9.283689e-16
 [897,] 4.275692e-16
 [898,] 9.653881e-16
 [899,] 9.670510e-18
 [900,] 6.821318e-01
 [901,] 0.000000e+00
 [902,] 0.000000e+00
 [903,] 0.000000e+00
 [904,] 0.000000e+00
 [905,] 0.000000e+00
 [906,] 0.000000e+00
 [907,] 0.000000e+00
 [908,] 0.000000e+00
 [909,] 0.000000e+00
 [910,] 0.000000e+00
 [911,] 2.551643e-01
 [912,] 3.024742e-01
 [913,] 6.866062e-16
 [914,] 0.000000e+00
 [915,] 0.000000e+00
 [916,] 4.835255e-18
 [917,] 8.142411e-01
 [918,] 0.000000e+00
 [919,] 0.000000e+00
 [920,] 5.948954e-01
 [921,] 5.948954e-01
 [922,] 4.083400e-01
 [923,] 0.000000e+00
 [924,] 1.003920e-29
 [925,] 2.841608e-30
 [926,] 0.000000e+00
 [927,] 2.901153e-17
 [928,] 5.802306e-17
 [929,] 9.283689e-16
 [930,] 3.024742e-01
 [931,] 2.417627e-17
 [932,] 1.535427e-01
 [933,] 4.083400e-01
 [934,] 1.535427e-01
 [935,] 1.824995e-01
 [936,] 3.771499e-16
 [937,] 1.434756e-01
 [938,] 1.434756e-01
 [939,] 2.376135e-01
 [940,] 2.417627e-17
 [941,] 2.376135e-01
 [942,] 2.417627e-17
 [943,] 5.318780e-17
 [944,] 0.000000e+00
 [945,] 0.000000e+00
 [946,] 8.581239e-01
 [947,] 0.000000e+00
 [948,] 1.824995e-01
 [949,] 1.653657e-15
 [950,] 2.562685e-16
 [951,] 4.706308e-16
 [952,] 2.662552e-01
 [953,] 0.000000e+00
 [954,] 1.015404e-16
 [955,] 5.947363e-16
 [956,] 7.736408e-17
 [957,] 0.000000e+00
 [958,] 1.566623e-15
 [959,] 0.000000e+00
 [960,] 6.672652e-16
 [961,] 1.535427e-01
 [962,] 2.898834e-32
 [963,] 0.000000e+00
 [964,] 7.736408e-17
 [965,] 1.535427e-01
 [966,] 1.535427e-01
 [967,] 2.376135e-01
 [968,] 9.670510e-18
 [969,] 4.083400e-01
 [970,] 2.898834e-32
 [971,] 0.000000e+00
 [972,] 0.000000e+00
 [973,] 2.852800e-16
 [974,] 2.417627e-17
 [975,] 0.000000e+00
 [976,] 1.934102e-17
 [977,] 7.736408e-16
 [978,] 2.007721e-15
 [979,] 1.392553e-15
 [980,] 1.450576e-17
 [981,] 2.439427e-15
 [982,] 9.573805e-16
 [983,] 1.208814e-16
 [984,] 4.083400e-01
 [985,] 1.535427e-01
 [986,] 1.535427e-01
 [987,] 0.000000e+00
 [988,] 0.000000e+00
 [989,] 7.736408e-17
 [990,] 0.000000e+00
 [991,] 0.000000e+00
 [992,] 0.000000e+00
 [993,] 4.083400e-01
 [994,] 0.000000e+00
 [995,] 0.000000e+00
 [996,] 0.000000e+00
 [997,] 1.535427e-01
 [998,] 1.434756e-01
 [999,] 1.450576e-17
[1000,] 7.736408e-17
 [ reached getOption("max.print") -- omitted 53 rows ]

heatmap

dim(my.corr.matrices$fold_change_aritmetic)
[1] 1053 1053


my.corr.matrices$delta_aritmetic -> my.corr.mat

left_annotation <- rowAnnotation(`Nodes` = node_types, col = list( `Nodes` = c(
                                    "Astrocyte"        = "deepskyblue3", 
                                    'Exchange'   = 'darkgreen',
                                    'Sink/Demand Astro'='darkgoldenrod',
                                    "Neuron"           = "brown2",
                                    'Sink/Demand Neuron'= 'blueviolet' )))





total.abs.centrality$fold_change_aritmetic  -> a_total.abs.cent
summaryzed.optimality$fold_change_aritmetic -> a_summaryzed.opti

right_annotation <-   
  rowAnnotation(gap = unit(12, "points"),Ce      = anno_barplot(bar_width = 0.01,width = unit(1.5, "cm"), border = T,a_total.abs.cent, gp = gpar(col = 'azure4')),
            Op        = anno_barplot(bar_width = 0.01,width = unit(1.5, "cm") ,border = T, a_summaryzed.opti, gp = gpar(col = 'azure4')))


ht <- Heatmap(my.corr.mat, name = "Correlation",  left_annotation =left_annotation,
                                            right_annotation=right_annotation,
                                 clustering_distance_columns  = function(m)   dist(m, method = 'euclidean'),
                                 cluster_columns              = function(x) fastcluster::hclust(dist(x), "average"),
              
                                clustering_distance_rows   = function(m)   dist(m, method = 'euclidean'),
                                 cluster_rows               = function(x) fastcluster::hclust(dist(x), "average"),
                                row_km = 2,
                                column_km = 2,
                                # row_split = paste0("cluster ", pa$clustering),
                                # column_split = paste0("cluster ", pa$clustering),
                                 border = TRUE,
                                 row_dend_width    = unit(3, "cm"),
                                 row_gap = unit(2, "mm"),
                                 column_gap = unit(2, "mm"),
                                  width = unit(10, "cm"), 
                                height = unit(10, "cm"),
                                column_title = c("Astrocytic cluster", "Neuronal cluster"),
                                column_title_gp = gpar(fontsize = 10),
                                  row_title_rot  = 0,
                                 show_column_names    = F,
                                show_row_names    = F,
                                 row_names_gp = gpar(fontsize = 8),
                                  row_title = c("Astrocytic\n cluster", "Neuronal\n cluster"),
                             
                                 row_title_gp = gpar(fontsize = 10))
my_heatmap = grid.grabExpr(draw(ht))

ht

 upper_panel <- ggarrange( Density_plot_of_centralities.panel,  my_heatmap, ncol = 2, widths = c(.4, 1), heights = c(1,.3), labels = c('','c'),
                                                 hjust = -4, vjust = .8)

upper_panel

Distribution of pairwise correlations

row_order(ht)[[1]] -> astro_cluster
row_order(ht)[[2]] -> neuron_cluster
data$`Node type`   -> Nodes
data$ID[neuron_cluster]     -> neuron_cluster_names
data$ID[astro_cluster]      -> astro_cluster_names
ht@matrix %>% as.data.frame -> heatmap_matrix

heatmap_matrix[neuron_cluster_names,neuron_cluster_names] %>% as.matrix %>% c -> `Neuronal_cluster`
heatmap_matrix[astro_cluster_names,astro_cluster_names] %>% as.matrix %>% c  ->`Astrocytic_cluster` 
heatmap_matrix[astro_cluster_names,neuron_cluster_names] %>% as.matrix %>% c  -> `Neuron_vs_Astrocyte`

data.frame(`Neuronal_cluster`) %>% gather  -> A
data.frame(`Astrocytic_cluster`) %>% gather   -> B
data.frame( `Neuron_vs_Astrocyte`) %>% gather -> C
quads <- rbind(A,B,C)
colnames(quads) <- c("Comparison","Node correlation")

#quads$Comparison %>% unique()

my_comparisons <- list( c("Neuronal_cluster", "Astrocytic_cluster"), 
                        c("Neuronal_cluster", "Neuron_vs_Astrocyte"), 
                        c("Astrocytic_cluster", "Neuron_vs_Astrocyte") )
ggplot(quads, aes(x=Comparison, y=`Node correlation`, fill=Comparison)) + 
    geom_violin(trim=F, colour = "azure4")+  
    stat_compare_means( vjust= -1., hjust= 0, comparisons = my_comparisons, method = "wilcox.test", p.adjust.method = "bonferroni", label = "p.signif")+
   scale_fill_manual(values = alpha(c("deepskyblue3", "blueviolet", "brown2"), .8)) + 
   theme(plot.title = element_text(hjust = 0.5),legend.position="none",  axis.title.x=element_blank(),
         axis.text.y = element_text(angle = 45, hjust = 1), axis.text.x = element_text(angle = 50, hjust = 1))  + 
  #ggtitle("Neuronal self-correlations") + 
  scale_y_continuous(limits=c(-0.7, 2)) + geom_hline(yintercept=0, linetype="dashed", color = "darkred",  size=1)-> corr_comparisons

corr_comparisons

library(ProjectionBasedClustering)
Registered S3 method overwritten by 'htmlwidgets':
  method           from         
  print.htmlwidget tools:rstudio
library(PCAtools)
Loading required package: ggrepel

Attaching package: ‘PCAtools’

The following objects are masked from ‘package:stats’:

    biplot, screeplot
library(magrittr)

Attaching package: ‘magrittr’

The following object is masked from ‘package:purrr’:

    set_names

The following object is masked from ‘package:tidyr’:

    extract
p <- pca(my.corr.mat)

cbind(p$rotated$PC1, p$rotated$PC2) %>% as.matrix %>% as.data.frame-> my_pca




my_pca %>%  cbind( data$`Node type`) %>% set_colnames(c('PC1','PC2','node')) -> to.pca.scatter

summaryzed.optimality -> Op
total.abs.centrality -> Centrality
Centrality -> Ce

b <- ggplot(to.pca.scatter, aes(x = PC1, y = PC2)) 
b +   scale_color_manual(labels = c("Astro", "Exch",'Neu','Si/De Ast', 'Si/De Neu'), values =  c("deepskyblue3",'darkgreen','brown2','darkgoldenrod','blueviolet')) + 
  theme(legend.position="right", legend.box = "vertical")+ geom_point(aes(size = Op, color = node))-> pca_node_RedCosts




b <- ggplot(to.pca.scatter, aes(x = PC1, y = PC2)) 
b +   scale_color_manual(labels = c("Astro", "Exch",'Neu','Si/De Ast', 'Si/De Neu'), values =  c("deepskyblue3",'darkgreen','brown2','darkgoldenrod','blueviolet')) +
  theme(legend.position="right", legend.box = "vertical")+ geom_point(aes( size =  Ce,color = node))-> pca_node_centrality


bottom_panel <- ggarrange( corr_comparisons,pca_node_centrality, pca_node_RedCosts  , ncol = 3, widths  = c(.4,1,1) , labels = c('d','e','f'),
                                                 hjust = 0, vjust = 1)
Removed 3 rows containing non-finite values (stat_ydensity).Removed 3 rows containing non-finite values (stat_signif).Removed 26 rows containing missing values (geom_violin).

ggsave(file="panel_without_graph.png", plot=panel_without_graph, width=13, height=9, dpi = 320)

Node types for Networkx (python) attributes

library(tidyverse)
library(magrittr)

Results <- read_csv("Results.csv")

data_Networkx <- Results%>% 
         mutate(`Node_type` = ifelse(str_detect(Formula, regex('\\[[a-z]A\\]',              ignore_case = T)), 'Astrocyte', NA)) %>% 
         mutate(`Node_type` = ifelse(str_detect(Formula, regex('\\[[a-z]N\\]',              ignore_case = T)), 'Neuron', `Node_type`))    %>% 
         mutate(`Node_type` = ifelse( str_detect(Formula, regex('\\[[a-z]A\\]|\\[[a-z]N\\]',ignore_case = T), negate = T), 'Exchange', `Node_type`)) %>%
         mutate(`Node_type` = ifelse(str_detect(Formula, regex('\\[[a-z]A\\]',ignore_case = T)) & 
                                       str_detect(Name, regex('DM_|Demand|sink',ignore_case = T)), 'Sink/Demand Astro', `Node_type`))%>%
         mutate(`Node_type` = ifelse(str_detect(Formula, regex('\\[[a-z]N\\]',ignore_case = T)) & 
                                       str_detect(Name, regex('DM_|Demand|sink',ignore_case = T)), 'Sink/Demand Neuron', `Node_type`))


data_Networkx %<>% select(c(ID, Node_type))

write_csv(data_Networkx, 'data_Networkx.csv')
---
title: "R Notebook"
output: html_notebook
---



```{r message=FALSE, warning=FALSE}
library(readr)
library(readxl)
library(tidyverse)
library(ggplot2)
library(hrbrthemes)
library(dplyr)
library(tidyr)
library(viridis)
library(ggpubr)

dflist_names = c('fold_change_aritmetic', 'fold_change_geometric', 'fold_change_quadratic', 'fold_change_harmonic',
    'delta_aritmetic', 'delta_geometric', 'delta_quadratic', 'delta_harmonic')

read_sheets <- function(a_sheet){df <- read_excel('delta_fc_centralidades.xlsx', sheet = a_sheet) %>% column_to_rownames("...1")
                  return(df)}

map(dflist_names, read_sheets) %>% purrr::set_names(dflist_names) -> list_of_cents
names(list_of_cents)
```

Density plot of centralities
```{r fig.height=4, fig.width=4, message=FALSE, warning=FALSE}


plot_density <- function(df, titulo ){cut = 0.01
                             df %>% gather() -> df_gathered
                              df_gathered['value'] %>% filter(abs(value) > cut) %>%
                              ggplot( aes(x=value)) +
                                    geom_density(fill="deepskyblue4", color="azure4", alpha=.8)+
                                       theme(legend.position="top") +
                                    ylab("Density") + ggtitle(titulo) +
                                    xlab("Centrality") + geom_vline(xintercept=0, linetype="dashed", color = "red",  size=.4) -> Density_plot_of_centralities
                              return(Density_plot_of_centralities)}



map2(list_of_cents, names(list_of_cents), plot_density)

#calcular std, kurtonis y skewness.
```


```{r fig.height=4, fig.width=4, message=FALSE, warning=FALSE}
#centralities <-  Results[,!is.na(as.numeric(colnames(Results)))] %>% gather()

Density_plot_of_centralities.panel <- ggarrange( NULL,Density_plot_of_centralities, nrow = 2,  heights= c(1, .4), labels = c('a','b'),
                                                 hjust = -0.1, vjust = .8)

Density_plot_of_centralities.panel


```

```{r}

fba <-  read.csv('/home/alejandro/NAMU_in_progress/Figures_creation/Code/Results_Acevedo_et_al_2021/01_phpps_bipartite_fluxes_sensis_optimality/FBA_results.csv') %>% 
        select(c('ID','Name', 'Reaction', 'Flux', 'Sensitivity')) %>% column_to_rownames('ID')



append_fba <- function(cent){
                                hola <- rownames_to_column(fba)  %>% inner_join(rownames_to_column(cent)) %>% column_to_rownames('rowname')
                                return(hola)
}



map(list_of_cents, append_fba) -> fba_list_of_cents


```

Hierarchical clustering
```{r}
library(tidyverse)
library(scales)


assign_node_type <- function(df){
data <- df  %>% rownames_to_column('ID') %>% filter(!str_detect(ID, regex('AA_|AA2', ignore_case = F)))  %>%
         mutate(`Node type` = ifelse(str_detect(Reaction, regex('\\[[a-z]A\\]',              ignore_case = T)), 'Astrocyte', NA)) %>% 
         mutate(`Node type` = ifelse(str_detect(Reaction, regex('\\[[a-z]N\\]',              ignore_case = T)), 'Neuron', `Node type`))    %>% 
         mutate(`Node type` = ifelse( str_detect(Reaction, regex('\\[[a-z]A\\]|\\[[a-z]N\\]',ignore_case = T), negate = T), 'Exchange', `Node type`)) %>%
         mutate(`Node type` = ifelse(str_detect(Reaction, regex('\\[[a-z]A\\]',ignore_case = T)) & 
                                       str_detect(Name, regex('DM_|Demand|sink',ignore_case = T)), 'Sink/Demand Astro', `Node type`))%>%
         mutate(`Node type` = ifelse(str_detect(Reaction, regex('\\[[a-z]N\\]',ignore_case = T)) & 
                                       str_detect(Name, regex('DM_|Demand|sink',ignore_case = T)), 'Sink/Demand Neuron', `Node type`))
                                    return(data)}



map(fba_list_of_cents, assign_node_type) -> data


clean_centralities <- function(df){ df %>% select(-c ("ID", "Name", "Reaction",  "Flux", "Sensitivity","Node type")  )}


map(data, clean_centralities) -> only_centralities
```


```{r}
 

get_total_centralities <- function(df){df %>% abs %>% rowSums }


map(only_centralities, get_total_centralities) -> total.abs.centrality 

get_summaryzed.optimality <- function(df){ pseudoLog10 <- function(x) { asinh(x/2)/log(10) }
                        
                                      df$Flux   %>% abs %>% as.matrix()  %>% pseudoLog10  %>% rescale(c(0,1))  -> fluxes
                                    df$Sensitivity  %>% abs %>% as.matrix()   %>% pseudoLog10  %>% rescale(c(0,1))-> sensitivities 
                                    
                                    fluxes + sensitivities  -> summaryzed.optimality
                                    return(summaryzed.optimality)
                                      
}


map( data,get_summaryzed.optimality) -> summaryzed.optimality




```

heatmap
```{r fig.height=5.5, fig.width=9.5, message=FALSE, warning=FALSE}
library(ComplexHeatmap)

library(WGCNA)


get_correlation_matrices <-function(df){
                                scale_rows <- function(x){t(scale(t(x)))}
                                 df%>% transposeBigData %>% scale_rows  %>% cor(method = "kendall") -> hola
                                 return(hola)}

map(only_centralities, get_correlation_matrices)  -> my.corr.matrices



#all.equal(data$fold_change_aritmetic$`Node type` , data$delta_quadratic$`Node type`)
#all.equal(data$fold_change_harmonic$`Node type` , data$delta_geometric$`Node type`)

node_types <- data$fold_change_aritmetic$`Node type`


length(node_types)
dim(my.corr.matrices$fold_change_aritmetic)





```


```{r fig.height=5.5, fig.width=9.5, message=FALSE, warning=FALSE}


my.corr.matrices$delta_aritmetic -> my.corr.mat

left_annotation <- rowAnnotation(`Nodes` = node_types, col = list( `Nodes` = c(
                                    "Astrocyte"        = "deepskyblue3", 
                                    'Exchange'   = 'darkgreen',
                                    'Sink/Demand Astro'='darkgoldenrod',
                                    "Neuron"           = "brown2",
                                    'Sink/Demand Neuron'= 'blueviolet' )))

total.abs.centrality$fold_change_aritmetic  -> a_total.abs.cent
summaryzed.optimality$fold_change_aritmetic -> a_summaryzed.opti

right_annotation <-   
  rowAnnotation(gap = unit(12, "points"),Ce      = anno_barplot(bar_width = 0.01,width = unit(1.5, "cm"), border = T,a_total.abs.cent, gp = gpar(col = 'azure4')),
            Op        = anno_barplot(bar_width = 0.01,width = unit(1.5, "cm") ,border = T, a_summaryzed.opti, gp = gpar(col = 'azure4')))


ht <- Heatmap(my.corr.mat, name = "Correlation",  left_annotation =left_annotation,
                                            right_annotation=right_annotation,
                                 clustering_distance_columns  = function(m)   dist(m, method = 'euclidean'),
                                 cluster_columns              = function(x) fastcluster::hclust(dist(x), "average"),
              
                                clustering_distance_rows   = function(m)   dist(m, method = 'euclidean'),
                                 cluster_rows               = function(x) fastcluster::hclust(dist(x), "average"),
                                row_km = 2,
                                column_km = 2,
                                # row_split = paste0("cluster ", pa$clustering),
                                # column_split = paste0("cluster ", pa$clustering),
                                 border = TRUE,
                                 row_dend_width    = unit(3, "cm"),
                                 row_gap = unit(2, "mm"),
                                 column_gap = unit(2, "mm"),
                                  width = unit(10, "cm"), 
                                height = unit(10, "cm"),
                                column_title = c("Astrocytic cluster", "Neuronal cluster"),
                                column_title_gp = gpar(fontsize = 10),
                                  row_title_rot  = 0,
                                 show_column_names    = F,
                                show_row_names    = F,
                                 row_names_gp = gpar(fontsize = 8),
                                  row_title = c("Astrocytic\n cluster", "Neuronal\n cluster"),
                             
                                 row_title_gp = gpar(fontsize = 10))
my_heatmap = grid.grabExpr(draw(ht))

ht
```




```{r fig.height=5.5, fig.width=14}
 upper_panel <- ggarrange( Density_plot_of_centralities.panel,  my_heatmap, ncol = 2, widths = c(.4, 1), heights = c(1,.3), labels = c('','c'),
                                                 hjust = -4, vjust = .8)

upper_panel
```

Distribution of pairwise correlations
```{r message=FALSE, warning=FALSE}
row_order(ht)[[1]] -> astro_cluster
row_order(ht)[[2]] -> neuron_cluster
data$`Node type`   -> Nodes
data$ID[neuron_cluster]     -> neuron_cluster_names
data$ID[astro_cluster]      -> astro_cluster_names
ht@matrix %>% as.data.frame -> heatmap_matrix

heatmap_matrix[neuron_cluster_names,neuron_cluster_names] %>% as.matrix %>% c -> `Neuronal_cluster`
heatmap_matrix[astro_cluster_names,astro_cluster_names] %>% as.matrix %>% c  ->`Astrocytic_cluster` 
heatmap_matrix[astro_cluster_names,neuron_cluster_names] %>% as.matrix %>% c  -> `Neuron_vs_Astrocyte`

data.frame(`Neuronal_cluster`) %>% gather  -> A
data.frame(`Astrocytic_cluster`) %>% gather   -> B
data.frame( `Neuron_vs_Astrocyte`) %>% gather -> C
quads <- rbind(A,B,C)
colnames(quads) <- c("Comparison","Node correlation")

#quads$Comparison %>% unique()

my_comparisons <- list( c("Neuronal_cluster", "Astrocytic_cluster"), 
                        c("Neuronal_cluster", "Neuron_vs_Astrocyte"), 
                        c("Astrocytic_cluster", "Neuron_vs_Astrocyte") )
```
```{r fig.height=6, fig.width=3}
ggplot(quads, aes(x=Comparison, y=`Node correlation`, fill=Comparison)) + 
    geom_violin(trim=F, colour = "azure4")+  
    stat_compare_means( vjust= -1., hjust= 0, comparisons = my_comparisons, method = "wilcox.test", p.adjust.method = "bonferroni", label = "p.signif")+
   scale_fill_manual(values = alpha(c("deepskyblue3", "blueviolet", "brown2"), .8)) + 
   theme(plot.title = element_text(hjust = 0.5),legend.position="none",  axis.title.x=element_blank(),
         axis.text.y = element_text(angle = 45, hjust = 1), axis.text.x = element_text(angle = 50, hjust = 1))  + 
  #ggtitle("Neuronal self-correlations") + 
  scale_y_continuous(limits=c(-0.7, 2)) + geom_hline(yintercept=0, linetype="dashed", color = "darkred",  size=1)-> corr_comparisons

corr_comparisons
```


```{r}
library(ProjectionBasedClustering)
library(PCAtools)
library(magrittr)

p <- pca(my.corr.mat)

cbind(p$rotated$PC1, p$rotated$PC2) %>% as.matrix %>% as.data.frame-> my_pca




my_pca %>%  cbind( data$`Node type`) %>% set_colnames(c('PC1','PC2','node')) -> to.pca.scatter

summaryzed.optimality -> Op
total.abs.centrality -> Centrality
Centrality -> Ce

b <- ggplot(to.pca.scatter, aes(x = PC1, y = PC2)) 
b +   scale_color_manual(labels = c("Astro", "Exch",'Neu','Si/De Ast', 'Si/De Neu'), values =  c("deepskyblue3",'darkgreen','brown2','darkgoldenrod','blueviolet')) + 
  theme(legend.position="right", legend.box = "vertical")+ geom_point(aes(size = Op, color = node))-> pca_node_RedCosts




b <- ggplot(to.pca.scatter, aes(x = PC1, y = PC2)) 
b +   scale_color_manual(labels = c("Astro", "Exch",'Neu','Si/De Ast', 'Si/De Neu'), values =  c("deepskyblue3",'darkgreen','brown2','darkgoldenrod','blueviolet')) +
  theme(legend.position="right", legend.box = "vertical")+ geom_point(aes( size =  Ce,color = node))-> pca_node_centrality
```

```{r}


bottom_panel <- ggarrange( corr_comparisons,pca_node_centrality, pca_node_RedCosts  , ncol = 3, widths  = c(.4,1,1) , labels = c('d','e','f'),
                                                 hjust = 0, vjust = 1)

```

```{r fig.height=9, fig.width=13}


panel_without_graph <-  ggarrange(upper_panel, bottom_panel, nrow = 2, heights = c(1,0.5))
panel_without_graph

```

```{r}
ggsave(file="panel_without_graph.png", plot=panel_without_graph, width=13, height=9, dpi = 320)
```


Node types for Networkx (python) attributes
```{r message=FALSE, warning=FALSE}
library(tidyverse)
library(magrittr)

Results <- read_csv("Results.csv")

data_Networkx <- Results%>% 
         mutate(`Node_type` = ifelse(str_detect(Formula, regex('\\[[a-z]A\\]',              ignore_case = T)), 'Astrocyte', NA)) %>% 
         mutate(`Node_type` = ifelse(str_detect(Formula, regex('\\[[a-z]N\\]',              ignore_case = T)), 'Neuron', `Node_type`))    %>% 
         mutate(`Node_type` = ifelse( str_detect(Formula, regex('\\[[a-z]A\\]|\\[[a-z]N\\]',ignore_case = T), negate = T), 'Exchange', `Node_type`)) %>%
         mutate(`Node_type` = ifelse(str_detect(Formula, regex('\\[[a-z]A\\]',ignore_case = T)) & 
                                       str_detect(Name, regex('DM_|Demand|sink',ignore_case = T)), 'Sink/Demand Astro', `Node_type`))%>%
         mutate(`Node_type` = ifelse(str_detect(Formula, regex('\\[[a-z]N\\]',ignore_case = T)) & 
                                       str_detect(Name, regex('DM_|Demand|sink',ignore_case = T)), 'Sink/Demand Neuron', `Node_type`))


data_Networkx %<>% select(c(ID, Node_type))

write_csv(data_Networkx, 'data_Networkx.csv')

```







